Impact Of Missing Data Imputation On The Fairness And Accuracy Of Graph Node Classifiers

Haris Mansoor, Sarwan Ali, Shafiq Alam +3

Analysis of the fairness of machine learning (ML) algorithms recently attracted many researchers' interest. Most ML methods show bias toward protected groups, which limits the appl…